atik-ahamed / timemachine Goto Github PK
View Code? Open in Web Editor NEWTimeMachine: A Time Series is Worth 4 Mambas for Long-term Forecasting
Home Page: https://arxiv.org/abs/2403.09898
License: Apache License 2.0
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valeman jacktang qxzsilver1 visionmamba sean-bin-yang jeongwhanchoi levi-ackman anacronic-io zhuolinli-shu chenquan1timemachine's Issues
How to install causal conv1d and mamba-ssm
How to install causal conv1d and mamba-sms
When I was running the code, I encountered the following problems, could you help me solve them? I used python=3.10, torch=2.0.1,cuda=11.8. Thank you very much import selective_scan_cuda ImportError: /home/hp/miniforge3/envs/mamba/lib/python3.10/site-packages/selective_scan_cuda.cpython-310-x86_64-linux-gnu.so: undefined symbol: _ZN3c104cuda9SetDeviceEi
The training time of the model
Hi, I recently run the code and the MSE results(and so on) is OK. However, although the model costs relatively low gpu memory, its training speed is really really slow, have you ever encountered a similar situation? Take Weather_96_96 as an example, TimeMachine costs 380s for one epoch while PatchTST only needs 40s...
Nan loss！
I run the script "sh ./scripts/TimeMachine/weather.sh"，and at the second training epoch, it occured nan training loss problem.
I print the per step loss, can you help me solve this problem?
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